{"id":"W4214842077","doi":"10.1016/s2542-5196(21)00236-9","title":"Breathing fire","year":2021,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Public health; Climate change; Human health; Environmental health; Medicine; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046802,0.00008539184,0.0001995245,0.00000476746,0.0002543139,0.0000198671,0.0001674467,0.00003008152,0.003753743],"category_scores_gemma":[0.00002156408,0.00005865274,0.0000194209,0.0001229713,0.00004009514,0.00007216092,0.0000900025,0.0002023639,0.001180734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008726831,"about_ca_system_score_gemma":0.00004076154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002337517,"about_ca_topic_score_gemma":0.001707818,"domain_scores_codex":[0.9988582,0.0001144018,0.000154819,0.0001757711,0.0001822467,0.0005145489],"domain_scores_gemma":[0.99931,0.00009246257,0.0000619023,0.0003521717,0.000002286409,0.0001811577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004026921,0.00005645106,0.1000211,0.0001799016,0.000008238351,0.0001789726,0.003735796,0.0005059689,0.00009923698,0.0001355332,0.8098051,0.0852334],"study_design_scores_gemma":[0.0005745749,0.000122867,0.5728877,0.0001252518,0.000008374419,0.0005348864,0.0003874022,0.001907644,0.00004956637,0.001931693,0.4212531,0.0002169342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6672162,0.004451105,0.00002050501,0.293739,0.0004627874,0.0003116248,0.0001597673,0.0001509268,0.03348801],"genre_scores_gemma":[0.8194234,0.008732903,0.001530471,0.1669019,0.00133078,0.000009517023,0.0005282456,0.00002458356,0.001518164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4728666,"threshold_uncertainty_score":0.999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08730375104437328,"score_gpt":0.3196909812576345,"score_spread":0.2323872302132612,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}